Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 138 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.2 KiB |
| Average record size in memory | 112.9 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
alcohol is highly overall correlated with color_intensity and 2 other fields | High correlation |
color_intensity is highly overall correlated with alcohol and 1 other fields | High correlation |
flavanoids is highly overall correlated with hue and 5 other fields | High correlation |
hue is highly overall correlated with flavanoids and 2 other fields | High correlation |
magnesium is highly overall correlated with proline | High correlation |
malic_acid is highly overall correlated with hue | High correlation |
nonflavanoid_phenols is highly overall correlated with flavanoids and 1 other fields | High correlation |
od280/od315_of_diluted_wines is highly overall correlated with flavanoids and 4 other fields | High correlation |
proanthocyanins is highly overall correlated with flavanoids and 2 other fields | High correlation |
proline is highly overall correlated with alcohol and 2 other fields | High correlation |
target is highly overall correlated with alcohol and 6 other fields | High correlation |
total_phenols is highly overall correlated with flavanoids and 3 other fields | High correlation |
Reproduction
| Analysis started | 2024-03-03 14:05:25.762766 |
|---|---|
| Analysis finished | 2024-03-03 14:06:13.341194 |
| Duration | 47.58 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
alcohol
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 102 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.977101 |
| Minimum | 11.03 |
|---|---|
| Maximum | 14.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 11.03 |
|---|---|
| 5-th percentile | 11.7705 |
| Q1 | 12.37 |
| median | 13.04 |
| Q3 | 13.56 |
| 95-th percentile | 14.2405 |
| Maximum | 14.83 |
| Range | 3.8 |
| Interquartile range (IQR) | 1.19 |
Descriptive statistics
| Standard deviation | 0.8025927 |
|---|---|
| Coefficient of variation (CV) | 0.061846839 |
| Kurtosis | -0.6820526 |
| Mean | 12.977101 |
| Median Absolute Deviation (MAD) | 0.63 |
| Skewness | 0.00249994 |
| Sum | 1790.84 |
| Variance | 0.64415504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.05 | 6 | 4.3% |
| 12.37 | 5 | 3.6% |
| 12.08 | 4 | 2.9% |
| 12.29 | 3 | 2.2% |
| 12.25 | 3 | 2.2% |
| 12 | 3 | 2.2% |
| 12.72 | 2 | 1.4% |
| 12.42 | 2 | 1.4% |
| 13.86 | 2 | 1.4% |
| 13.24 | 2 | 1.4% |
| Other values (92) | 106 |
| Value | Count | Frequency (%) |
| 11.03 | 1 | |
| 11.41 | 1 | |
| 11.45 | 1 | |
| 11.46 | 1 | |
| 11.61 | 1 | |
| 11.64 | 1 | |
| 11.66 | 1 | |
| 11.79 | 1 | |
| 11.81 | 1 | |
| 11.82 | 2 |
| Value | Count | Frequency (%) |
| 14.83 | 1 | |
| 14.75 | 1 | |
| 14.39 | 1 | |
| 14.38 | 1 | |
| 14.37 | 1 | |
| 14.34 | 1 | |
| 14.3 | 1 | |
| 14.23 | 1 | |
| 14.22 | 2 | |
| 14.21 | 1 |
malic_acid
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 105 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3294203 |
| Minimum | 0.74 |
|---|---|
| Maximum | 5.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.74 |
|---|---|
| 5-th percentile | 0.9885 |
| Q1 | 1.61 |
| median | 1.81 |
| Q3 | 3.1575 |
| 95-th percentile | 4.3705 |
| Maximum | 5.8 |
| Range | 5.06 |
| Interquartile range (IQR) | 1.5475 |
Descriptive statistics
| Standard deviation | 1.0995698 |
|---|---|
| Coefficient of variation (CV) | 0.4720358 |
| Kurtosis | 0.1061509 |
| Mean | 2.3294203 |
| Median Absolute Deviation (MAD) | 0.475 |
| Skewness | 0.95870793 |
| Sum | 321.46 |
| Variance | 1.2090537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.73 | 7 | 5.1% |
| 1.81 | 4 | 2.9% |
| 1.67 | 3 | 2.2% |
| 1.51 | 3 | 2.2% |
| 1.68 | 3 | 2.2% |
| 1.61 | 3 | 2.2% |
| 1.53 | 3 | 2.2% |
| 1.9 | 2 | 1.4% |
| 1.75 | 2 | 1.4% |
| 1.83 | 2 | 1.4% |
| Other values (95) | 106 |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 0.89 | 1 | |
| 0.9 | 1 | |
| 0.92 | 1 | |
| 0.94 | 2 | |
| 0.98 | 1 | |
| 0.99 | 1 | |
| 1.09 | 1 | |
| 1.13 | 2 | |
| 1.17 | 1 |
| Value | Count | Frequency (%) |
| 5.8 | 1 | |
| 5.51 | 1 | |
| 5.04 | 1 | |
| 4.72 | 1 | |
| 4.61 | 1 | |
| 4.6 | 1 | |
| 4.43 | 1 | |
| 4.36 | 1 | |
| 4.31 | 1 | |
| 4.28 | 1 |
ash
Real number (ℝ)
| Distinct | 69 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3645652 |
| Minimum | 1.36 |
|---|---|
| Maximum | 3.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1.36 |
|---|---|
| 5-th percentile | 1.92 |
| Q1 | 2.2 |
| median | 2.36 |
| Q3 | 2.56 |
| 95-th percentile | 2.7315 |
| Maximum | 3.22 |
| Range | 1.86 |
| Interquartile range (IQR) | 0.36 |
Descriptive statistics
| Standard deviation | 0.26906738 |
|---|---|
| Coefficient of variation (CV) | 0.11379148 |
| Kurtosis | 1.0609598 |
| Mean | 2.3645652 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.28336276 |
| Sum | 326.31 |
| Variance | 0.072397255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.7 | 6 | 4.3% |
| 2.3 | 5 | 3.6% |
| 2.36 | 5 | 3.6% |
| 2.2 | 5 | 3.6% |
| 2.48 | 4 | 2.9% |
| 2.32 | 4 | 2.9% |
| 2.28 | 4 | 2.9% |
| 2.64 | 3 | 2.2% |
| 2.62 | 3 | 2.2% |
| 2.17 | 3 | 2.2% |
| Other values (59) | 96 |
| Value | Count | Frequency (%) |
| 1.36 | 1 | |
| 1.71 | 1 | |
| 1.75 | 1 | |
| 1.82 | 1 | |
| 1.88 | 1 | |
| 1.9 | 1 | |
| 1.92 | 2 | |
| 1.95 | 1 | |
| 1.98 | 2 | |
| 1.99 | 1 |
| Value | Count | Frequency (%) |
| 3.22 | 1 | 0.7% |
| 2.87 | 1 | 0.7% |
| 2.86 | 1 | 0.7% |
| 2.84 | 1 | 0.7% |
| 2.78 | 1 | 0.7% |
| 2.75 | 1 | 0.7% |
| 2.74 | 1 | 0.7% |
| 2.73 | 1 | 0.7% |
| 2.72 | 2 | 1.4% |
| 2.7 | 6 |
alcalinity_of_ash
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.619565 |
| Minimum | 10.6 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 10.6 |
|---|---|
| 5-th percentile | 14.51 |
| Q1 | 17.2 |
| median | 19.55 |
| Q3 | 21.5 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 19.4 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 3.3685072 |
|---|---|
| Coefficient of variation (CV) | 0.17169123 |
| Kurtosis | 0.50297475 |
| Mean | 19.619565 |
| Median Absolute Deviation (MAD) | 2.05 |
| Skewness | 0.07742498 |
| Sum | 2707.5 |
| Variance | 11.346841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 12 | 8.7% |
| 21 | 10 | 7.2% |
| 21.5 | 8 | 5.8% |
| 16 | 8 | 5.8% |
| 22.5 | 7 | 5.1% |
| 19 | 7 | 5.1% |
| 19.5 | 6 | 4.3% |
| 18.5 | 6 | 4.3% |
| 25 | 5 | 3.6% |
| 16.8 | 5 | 3.6% |
| Other values (44) | 64 |
| Value | Count | Frequency (%) |
| 10.6 | 1 | |
| 11.2 | 1 | |
| 11.4 | 1 | |
| 12.4 | 1 | |
| 13.2 | 1 | |
| 14 | 2 | |
| 14.6 | 1 | |
| 14.8 | 1 | |
| 15.2 | 2 | |
| 15.5 | 1 |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.7% |
| 28.5 | 1 | 0.7% |
| 27 | 1 | 0.7% |
| 26.5 | 1 | 0.7% |
| 25.5 | 1 | 0.7% |
| 25 | 5 | |
| 24.5 | 2 | 1.4% |
| 24 | 4 | |
| 23.6 | 1 | 0.7% |
| 23.5 | 1 | 0.7% |
magnesium
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 49 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.971014 |
| Minimum | 70 |
|---|---|
| Maximum | 162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 81.85 |
| Q1 | 88 |
| median | 98 |
| Q3 | 108 |
| 95-th percentile | 127.15 |
| Maximum | 162 |
| Range | 92 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.991454 |
|---|---|
| Coefficient of variation (CV) | 0.149958 |
| Kurtosis | 2.1103623 |
| Mean | 99.971014 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.1432371 |
| Sum | 13796 |
| Variance | 224.74368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 11 | 8.0% |
| 88 | 10 | 7.2% |
| 96 | 7 | 5.1% |
| 102 | 6 | 4.3% |
| 101 | 6 | 4.3% |
| 112 | 6 | 4.3% |
| 85 | 5 | 3.6% |
| 98 | 5 | 3.6% |
| 89 | 4 | 2.9% |
| 106 | 4 | 2.9% |
| Other values (39) | 74 |
| Value | Count | Frequency (%) |
| 70 | 1 | 0.7% |
| 78 | 2 | 1.4% |
| 80 | 3 | 2.2% |
| 81 | 1 | 0.7% |
| 82 | 1 | 0.7% |
| 84 | 3 | 2.2% |
| 85 | 5 | |
| 86 | 11 | |
| 87 | 3 | 2.2% |
| 88 | 10 |
| Value | Count | Frequency (%) |
| 162 | 1 | |
| 151 | 1 | |
| 139 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 132 | 1 | |
| 128 | 1 | |
| 127 | 1 | |
| 124 | 1 | |
| 123 | 1 |
total_phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 80 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2828986 |
| Minimum | 0.98 |
|---|---|
| Maximum | 3.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.98 |
|---|---|
| 5-th percentile | 1.38 |
| Q1 | 1.705 |
| median | 2.375 |
| Q3 | 2.8 |
| 95-th percentile | 3.2075 |
| Maximum | 3.88 |
| Range | 2.9 |
| Interquartile range (IQR) | 1.095 |
Descriptive statistics
| Standard deviation | 0.62570743 |
|---|---|
| Coefficient of variation (CV) | 0.27408464 |
| Kurtosis | -0.78757352 |
| Mean | 2.2828986 |
| Median Absolute Deviation (MAD) | 0.48 |
| Skewness | 0.055622215 |
| Sum | 315.04 |
| Variance | 0.39150979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2 | 8 | 5.8% |
| 2.8 | 6 | 4.3% |
| 2.6 | 5 | 3.6% |
| 3 | 5 | 3.6% |
| 1.38 | 4 | 2.9% |
| 2.85 | 4 | 2.9% |
| 1.65 | 3 | 2.2% |
| 2.95 | 3 | 2.2% |
| 1.48 | 3 | 2.2% |
| 2 | 3 | 2.2% |
| Other values (70) | 94 |
| Value | Count | Frequency (%) |
| 0.98 | 1 | 0.7% |
| 1.1 | 1 | 0.7% |
| 1.25 | 1 | 0.7% |
| 1.28 | 1 | 0.7% |
| 1.3 | 1 | 0.7% |
| 1.38 | 4 | |
| 1.39 | 2 | |
| 1.4 | 2 | |
| 1.41 | 1 | 0.7% |
| 1.45 | 2 |
| Value | Count | Frequency (%) |
| 3.88 | 1 | |
| 3.85 | 1 | |
| 3.5 | 1 | |
| 3.38 | 1 | |
| 3.3 | 1 | |
| 3.27 | 1 | |
| 3.25 | 1 | |
| 3.2 | 1 | |
| 3.18 | 1 | |
| 3.15 | 1 |
flavanoids
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 108 |
|---|---|
| Distinct (%) | 78.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9989855 |
| Minimum | 0.34 |
|---|---|
| Maximum | 3.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.34 |
|---|---|
| 5-th percentile | 0.5085 |
| Q1 | 1.2275 |
| median | 2.155 |
| Q3 | 2.7875 |
| 95-th percentile | 3.305 |
| Maximum | 3.74 |
| Range | 3.4 |
| Interquartile range (IQR) | 1.56 |
Descriptive statistics
| Standard deviation | 0.95743673 |
|---|---|
| Coefficient of variation (CV) | 0.47896132 |
| Kurtosis | -1.2556921 |
| Mean | 1.9989855 |
| Median Absolute Deviation (MAD) | 0.795 |
| Skewness | -0.18582169 |
| Sum | 275.86 |
| Variance | 0.91668509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.65 | 4 | 2.9% |
| 2.68 | 3 | 2.2% |
| 0.6 | 3 | 2.2% |
| 3.39 | 2 | 1.4% |
| 1.36 | 2 | 1.4% |
| 2.53 | 2 | 1.4% |
| 0.66 | 2 | 1.4% |
| 1.59 | 2 | 1.4% |
| 2.79 | 2 | 1.4% |
| 1.69 | 2 | 1.4% |
| Other values (98) | 114 |
| Value | Count | Frequency (%) |
| 0.34 | 1 | |
| 0.47 | 2 | |
| 0.48 | 1 | |
| 0.49 | 1 | |
| 0.5 | 2 | |
| 0.51 | 1 | |
| 0.52 | 1 | |
| 0.55 | 1 | |
| 0.56 | 1 | |
| 0.57 | 1 |
| Value | Count | Frequency (%) |
| 3.74 | 1 | |
| 3.69 | 1 | |
| 3.54 | 1 | |
| 3.49 | 1 | |
| 3.4 | 1 | |
| 3.39 | 2 | |
| 3.29 | 1 | |
| 3.27 | 1 | |
| 3.25 | 1 | |
| 3.24 | 1 |
nonflavanoid_phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 36 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3592029 |
| Minimum | 0.13 |
|---|---|
| Maximum | 0.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.13 |
|---|---|
| 5-th percentile | 0.1985 |
| Q1 | 0.27 |
| median | 0.34 |
| Q3 | 0.43 |
| 95-th percentile | 0.58 |
| Maximum | 0.63 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.12000037 |
|---|---|
| Coefficient of variation (CV) | 0.33407407 |
| Kurtosis | -0.59866936 |
| Mean | 0.3592029 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 0.41380057 |
| Sum | 49.57 |
| Variance | 0.01440009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.29 | 9 | 6.5% |
| 0.43 | 9 | 6.5% |
| 0.3 | 8 | 5.8% |
| 0.26 | 8 | 5.8% |
| 0.37 | 7 | 5.1% |
| 0.34 | 7 | 5.1% |
| 0.4 | 7 | 5.1% |
| 0.53 | 6 | 4.3% |
| 0.32 | 6 | 4.3% |
| 0.27 | 6 | 4.3% |
| Other values (26) | 65 |
| Value | Count | Frequency (%) |
| 0.13 | 1 | 0.7% |
| 0.14 | 2 | 1.4% |
| 0.17 | 3 | 2.2% |
| 0.19 | 1 | 0.7% |
| 0.2 | 2 | 1.4% |
| 0.21 | 5 | |
| 0.22 | 4 | |
| 0.24 | 5 | |
| 0.25 | 1 | 0.7% |
| 0.26 | 8 |
| Value | Count | Frequency (%) |
| 0.63 | 3 | |
| 0.61 | 2 | 1.4% |
| 0.6 | 1 | 0.7% |
| 0.58 | 3 | |
| 0.55 | 1 | 0.7% |
| 0.53 | 6 | |
| 0.52 | 4 | |
| 0.5 | 5 | |
| 0.48 | 3 | |
| 0.47 | 2 | 1.4% |
proanthocyanins
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 86 |
|---|---|
| Distinct (%) | 62.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6089855 |
| Minimum | 0.42 |
|---|---|
| Maximum | 3.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.42 |
|---|---|
| 5-th percentile | 0.7225 |
| Q1 | 1.25 |
| median | 1.59 |
| Q3 | 1.9575 |
| 95-th percentile | 2.7675 |
| Maximum | 3.58 |
| Range | 3.16 |
| Interquartile range (IQR) | 0.7075 |
Descriptive statistics
| Standard deviation | 0.58386491 |
|---|---|
| Coefficient of variation (CV) | 0.36287767 |
| Kurtosis | 0.62506992 |
| Mean | 1.6089855 |
| Median Absolute Deviation (MAD) | 0.36 |
| Skewness | 0.52827847 |
| Sum | 222.04 |
| Variance | 0.34089823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.35 | 6 | 4.3% |
| 1.87 | 5 | 3.6% |
| 1.46 | 4 | 2.9% |
| 1.66 | 4 | 2.9% |
| 1.98 | 4 | 2.9% |
| 1.25 | 3 | 2.2% |
| 2.08 | 3 | 2.2% |
| 1.56 | 3 | 2.2% |
| 1.14 | 3 | 2.2% |
| 1.63 | 3 | 2.2% |
| Other values (76) | 100 |
| Value | Count | Frequency (%) |
| 0.42 | 2 | |
| 0.55 | 1 | |
| 0.62 | 1 | |
| 0.64 | 2 | |
| 0.68 | 1 | |
| 0.73 | 1 | |
| 0.75 | 1 | |
| 0.8 | 2 | |
| 0.81 | 1 | |
| 0.83 | 1 |
| Value | Count | Frequency (%) |
| 3.58 | 1 | 0.7% |
| 3.28 | 1 | 0.7% |
| 2.91 | 2 | |
| 2.81 | 3 | |
| 2.76 | 1 | 0.7% |
| 2.7 | 1 | 0.7% |
| 2.5 | 1 | 0.7% |
| 2.49 | 1 | 0.7% |
| 2.45 | 1 | 0.7% |
| 2.38 | 1 | 0.7% |
color_intensity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 110 |
|---|---|
| Distinct (%) | 79.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.997029 |
| Minimum | 1.28 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1.28 |
|---|---|
| 5-th percentile | 2.06 |
| Q1 | 3.0575 |
| median | 4.69 |
| Q3 | 6.1825 |
| 95-th percentile | 9.7299999 |
| Maximum | 13 |
| Range | 11.72 |
| Interquartile range (IQR) | 3.125 |
Descriptive statistics
| Standard deviation | 2.3291204 |
|---|---|
| Coefficient of variation (CV) | 0.46610105 |
| Kurtosis | 0.66826206 |
| Mean | 4.997029 |
| Median Absolute Deviation (MAD) | 1.585 |
| Skewness | 0.92174459 |
| Sum | 689.59 |
| Variance | 5.424802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.6 | 4 | 2.9% |
| 5 | 3 | 2.2% |
| 2.9 | 3 | 2.2% |
| 5.4 | 3 | 2.2% |
| 5.1 | 3 | 2.2% |
| 3.05 | 3 | 2.2% |
| 2.45 | 2 | 1.4% |
| 3.4 | 2 | 1.4% |
| 1.95 | 2 | 1.4% |
| 2.65 | 2 | 1.4% |
| Other values (100) | 111 |
| Value | Count | Frequency (%) |
| 1.28 | 1 | |
| 1.74 | 1 | |
| 1.9 | 1 | |
| 1.95 | 2 | |
| 2 | 1 | |
| 2.06 | 2 | |
| 2.08 | 1 | |
| 2.12 | 1 | |
| 2.2 | 1 | |
| 2.3 | 1 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 11.75 | 1 | |
| 10.8 | 1 | |
| 10.52 | 1 | |
| 10.26 | 1 | |
| 10.2 | 1 | |
| 9.899999 | 1 | |
| 9.7 | 1 | |
| 9.4 | 1 | |
| 8.9 | 1 |
hue
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 69 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94953623 |
| Minimum | 0.48 |
|---|---|
| Maximum | 1.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.48 |
|---|---|
| 5-th percentile | 0.57 |
| Q1 | 0.7825 |
| median | 0.96 |
| Q3 | 1.09 |
| 95-th percentile | 1.2845 |
| Maximum | 1.71 |
| Range | 1.23 |
| Interquartile range (IQR) | 0.3075 |
Descriptive statistics
| Standard deviation | 0.22358242 |
|---|---|
| Coefficient of variation (CV) | 0.23546486 |
| Kurtosis | 0.022526443 |
| Mean | 0.94953623 |
| Median Absolute Deviation (MAD) | 0.155 |
| Skewness | 0.059540318 |
| Sum | 131.036 |
| Variance | 0.049989097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.04 | 7 | 5.1% |
| 0.96 | 5 | 3.6% |
| 1.12 | 5 | 3.6% |
| 1.23 | 4 | 2.9% |
| 0.57 | 4 | 2.9% |
| 0.89 | 4 | 2.9% |
| 1.05 | 4 | 2.9% |
| 1.19 | 4 | 2.9% |
| 0.75 | 3 | 2.2% |
| 0.92 | 3 | 2.2% |
| Other values (59) | 95 |
| Value | Count | Frequency (%) |
| 0.48 | 1 | 0.7% |
| 0.54 | 1 | 0.7% |
| 0.55 | 1 | 0.7% |
| 0.56 | 2 | |
| 0.57 | 4 | |
| 0.58 | 2 | |
| 0.59 | 2 | |
| 0.6 | 1 | 0.7% |
| 0.61 | 1 | 0.7% |
| 0.62 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 1.71 | 1 | 0.7% |
| 1.42 | 1 | 0.7% |
| 1.38 | 1 | 0.7% |
| 1.36 | 1 | 0.7% |
| 1.33 | 1 | 0.7% |
| 1.31 | 2 | |
| 1.28 | 2 | |
| 1.25 | 2 | |
| 1.23 | 4 | |
| 1.22 | 1 | 0.7% |
od280/od315_of_diluted_wines
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 101 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6049275 |
| Minimum | 1.27 |
|---|---|
| Maximum | 3.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1.27 |
|---|---|
| 5-th percentile | 1.4625 |
| Q1 | 1.97 |
| median | 2.78 |
| Q3 | 3.155 |
| 95-th percentile | 3.533 |
| Maximum | 3.92 |
| Range | 2.65 |
| Interquartile range (IQR) | 1.185 |
Descriptive statistics
| Standard deviation | 0.68603935 |
|---|---|
| Coefficient of variation (CV) | 0.26336216 |
| Kurtosis | -1.0442341 |
| Mean | 2.6049275 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | -0.34519963 |
| Sum | 359.48 |
| Variance | 0.47064999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.78 | 4 | 2.9% |
| 2.87 | 4 | 2.9% |
| 1.82 | 4 | 2.9% |
| 1.75 | 3 | 2.2% |
| 1.33 | 3 | 2.2% |
| 3.33 | 3 | 2.2% |
| 3 | 3 | 2.2% |
| 2.31 | 3 | 2.2% |
| 2.26 | 2 | 1.4% |
| 2.84 | 2 | 1.4% |
| Other values (91) | 107 |
| Value | Count | Frequency (%) |
| 1.27 | 1 | 0.7% |
| 1.29 | 1 | 0.7% |
| 1.3 | 1 | 0.7% |
| 1.33 | 3 | |
| 1.42 | 1 | 0.7% |
| 1.47 | 1 | 0.7% |
| 1.51 | 1 | 0.7% |
| 1.55 | 1 | 0.7% |
| 1.56 | 2 | |
| 1.58 | 2 |
| Value | Count | Frequency (%) |
| 3.92 | 1 | |
| 3.82 | 1 | |
| 3.64 | 1 | |
| 3.59 | 1 | |
| 3.58 | 1 | |
| 3.57 | 1 | |
| 3.55 | 1 | |
| 3.53 | 1 | |
| 3.52 | 1 | |
| 3.5 | 1 |
proline
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 98 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 743.31159 |
| Minimum | 278 |
|---|---|
| Maximum | 1515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 278 |
|---|---|
| 5-th percentile | 379.7 |
| Q1 | 500 |
| median | 675 |
| Q3 | 981.25 |
| 95-th percentile | 1285.75 |
| Maximum | 1515 |
| Range | 1237 |
| Interquartile range (IQR) | 481.25 |
Descriptive statistics
| Standard deviation | 302.12539 |
|---|---|
| Coefficient of variation (CV) | 0.40645859 |
| Kurtosis | -0.55806343 |
| Mean | 743.31159 |
| Median Absolute Deviation (MAD) | 204 |
| Skewness | 0.67777701 |
| Sum | 102577 |
| Variance | 91279.749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 520 | 5 | 3.6% |
| 680 | 4 | 2.9% |
| 750 | 4 | 2.9% |
| 625 | 4 | 2.9% |
| 450 | 3 | 2.2% |
| 510 | 3 | 2.2% |
| 495 | 3 | 2.2% |
| 1065 | 2 | 1.4% |
| 1045 | 2 | 1.4% |
| 380 | 2 | 1.4% |
| Other values (88) | 106 |
| Value | Count | Frequency (%) |
| 278 | 1 | |
| 325 | 1 | |
| 342 | 1 | |
| 345 | 1 | |
| 352 | 1 | |
| 365 | 1 | |
| 378 | 1 | |
| 380 | 2 | |
| 385 | 1 | |
| 392 | 1 |
| Value | Count | Frequency (%) |
| 1515 | 1 | |
| 1480 | 1 | |
| 1450 | 1 | |
| 1375 | 1 | |
| 1320 | 1 | |
| 1310 | 1 | |
| 1290 | 1 | |
| 1285 | 2 | |
| 1280 | 2 | |
| 1270 | 1 |
target
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 138 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 138 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 138 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 138 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 0 | 46 | |
| 2 | 37 |
| alcalinity_of_ash | alcohol | ash | color_intensity | flavanoids | hue | magnesium | malic_acid | nonflavanoid_phenols | od280/od315_of_diluted_wines | proanthocyanins | proline | target | total_phenols | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcalinity_of_ash | 1.000 | -0.288 | 0.369 | -0.110 | -0.422 | -0.317 | -0.188 | 0.223 | 0.344 | -0.334 | -0.247 | -0.468 | 0.388 | -0.329 |
| alcohol | -0.288 | 1.000 | 0.275 | 0.624 | 0.326 | -0.003 | 0.395 | 0.151 | -0.160 | 0.132 | 0.160 | 0.624 | 0.573 | 0.341 |
| ash | 0.369 | 0.275 | 1.000 | 0.280 | 0.079 | -0.063 | 0.337 | 0.216 | 0.138 | -0.055 | 0.030 | 0.251 | 0.176 | 0.149 |
| color_intensity | -0.110 | 0.624 | 0.280 | 1.000 | -0.043 | -0.428 | 0.374 | 0.301 | 0.043 | -0.314 | -0.095 | 0.456 | 0.649 | 0.010 |
| flavanoids | -0.422 | 0.326 | 0.079 | -0.043 | 1.000 | 0.523 | 0.219 | -0.279 | -0.505 | 0.742 | 0.726 | 0.431 | 0.728 | 0.875 |
| hue | -0.317 | -0.003 | -0.063 | -0.428 | 0.523 | 1.000 | -0.001 | -0.581 | -0.231 | 0.471 | 0.377 | 0.198 | 0.582 | 0.422 |
| magnesium | -0.188 | 0.395 | 0.337 | 0.374 | 0.219 | -0.001 | 1.000 | 0.125 | -0.259 | 0.032 | 0.190 | 0.524 | 0.416 | 0.255 |
| malic_acid | 0.223 | 0.151 | 0.216 | 0.301 | -0.279 | -0.581 | 0.125 | 1.000 | 0.201 | -0.259 | -0.244 | -0.017 | 0.498 | -0.241 |
| nonflavanoid_phenols | 0.344 | -0.160 | 0.138 | 0.043 | -0.505 | -0.231 | -0.259 | 0.201 | 1.000 | -0.504 | -0.360 | -0.247 | 0.335 | -0.409 |
| od280/od315_of_diluted_wines | -0.334 | 0.132 | -0.055 | -0.314 | 0.742 | 0.471 | 0.032 | -0.259 | -0.504 | 1.000 | 0.562 | 0.273 | 0.615 | 0.690 |
| proanthocyanins | -0.247 | 0.160 | 0.030 | -0.095 | 0.726 | 0.377 | 0.190 | -0.244 | -0.360 | 0.562 | 1.000 | 0.289 | 0.421 | 0.660 |
| proline | -0.468 | 0.624 | 0.251 | 0.456 | 0.431 | 0.198 | 0.524 | -0.017 | -0.247 | 0.273 | 0.289 | 1.000 | 0.634 | 0.426 |
| target | 0.388 | 0.573 | 0.176 | 0.649 | 0.728 | 0.582 | 0.416 | 0.498 | 0.335 | 0.615 | 0.421 | 0.634 | 1.000 | -0.724 |
| total_phenols | -0.329 | 0.341 | 0.149 | 0.010 | 0.875 | 0.422 | 0.255 | -0.241 | -0.409 | 0.690 | 0.660 | 0.426 | -0.724 | 1.000 |
| alcohol | malic_acid | ash | alcalinity_of_ash | magnesium | total_phenols | flavanoids | nonflavanoid_phenols | proanthocyanins | color_intensity | hue | od280/od315_of_diluted_wines | proline | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 12.52 | 2.43 | 2.17 | 21.0 | 88 | 2.55 | 2.27 | 0.26 | 1.22 | 2.0 | 0.90 | 2.78 | 325 | 1 |
| 1 | 13.73 | 1.50 | 2.70 | 22.5 | 101 | 3.00 | 3.25 | 0.29 | 2.38 | 5.7 | 1.19 | 2.71 | 1285 | 0 |
| 2 | 13.28 | 1.64 | 2.84 | 15.5 | 110 | 2.60 | 2.68 | 0.34 | 1.36 | 4.6 | 1.09 | 2.78 | 880 | 0 |
| 3 | 13.75 | 1.73 | 2.41 | 16.0 | 89 | 2.60 | 2.76 | 0.29 | 1.81 | 5.6 | 1.15 | 2.90 | 1320 | 0 |
| 4 | 14.34 | 1.68 | 2.70 | 25.0 | 98 | 2.80 | 1.31 | 0.53 | 2.70 | 13.0 | 0.57 | 1.96 | 660 | 2 |
| 5 | 13.05 | 1.73 | 2.04 | 12.4 | 92 | 2.72 | 3.27 | 0.17 | 2.91 | 7.2 | 1.12 | 2.91 | 1150 | 0 |
| 6 | 12.70 | 3.55 | 2.36 | 21.5 | 106 | 1.70 | 1.20 | 0.17 | 0.84 | 5.0 | 0.78 | 1.29 | 600 | 2 |
| 7 | 14.30 | 1.92 | 2.72 | 20.0 | 120 | 2.80 | 3.14 | 0.33 | 1.97 | 6.2 | 1.07 | 2.65 | 1280 | 0 |
| 8 | 13.05 | 5.80 | 2.13 | 21.5 | 86 | 2.62 | 2.65 | 0.30 | 2.01 | 2.6 | 0.73 | 3.10 | 380 | 1 |
| 9 | 14.12 | 1.48 | 2.32 | 16.8 | 95 | 2.20 | 2.43 | 0.26 | 1.57 | 5.0 | 1.17 | 2.82 | 1280 | 0 |
| alcohol | malic_acid | ash | alcalinity_of_ash | magnesium | total_phenols | flavanoids | nonflavanoid_phenols | proanthocyanins | color_intensity | hue | od280/od315_of_diluted_wines | proline | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 128 | 12.96 | 3.45 | 2.35 | 18.5 | 106 | 1.39 | 0.70 | 0.40 | 0.94 | 5.28 | 0.68 | 1.75 | 675 | 2 |
| 129 | 11.87 | 4.31 | 2.39 | 21.0 | 82 | 2.86 | 3.03 | 0.21 | 2.91 | 2.80 | 0.75 | 3.64 | 380 | 1 |
| 130 | 12.88 | 2.99 | 2.40 | 20.0 | 104 | 1.30 | 1.22 | 0.24 | 0.83 | 5.40 | 0.74 | 1.42 | 530 | 2 |
| 131 | 12.16 | 1.61 | 2.31 | 22.8 | 90 | 1.78 | 1.69 | 0.43 | 1.56 | 2.45 | 1.33 | 2.26 | 495 | 1 |
| 132 | 12.60 | 1.34 | 1.90 | 18.5 | 88 | 1.45 | 1.36 | 0.29 | 1.35 | 2.45 | 1.04 | 2.77 | 562 | 1 |
| 133 | 12.08 | 1.83 | 2.32 | 18.5 | 81 | 1.60 | 1.50 | 0.52 | 1.64 | 2.40 | 1.08 | 2.27 | 480 | 1 |
| 134 | 14.16 | 2.51 | 2.48 | 20.0 | 91 | 1.68 | 0.70 | 0.44 | 1.24 | 9.70 | 0.62 | 1.71 | 660 | 2 |
| 135 | 13.51 | 1.80 | 2.65 | 19.0 | 110 | 2.35 | 2.53 | 0.29 | 1.54 | 4.20 | 1.10 | 2.87 | 1095 | 0 |
| 136 | 13.69 | 3.26 | 2.54 | 20.0 | 107 | 1.83 | 0.56 | 0.50 | 0.80 | 5.88 | 0.96 | 1.82 | 680 | 2 |
| 137 | 12.82 | 3.37 | 2.30 | 19.5 | 88 | 1.48 | 0.66 | 0.40 | 0.97 | 10.26 | 0.72 | 1.75 | 685 | 2 |